Probability mass function problem

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Homework Help Overview

The problem involves a probability mass function related to a sample space consisting of the values 1, 2, 3, 4, and 5, with probabilities assigned in proportion to the square of the values. Participants are tasked with determining the probability mass function and the probability for a specific interval.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants express confusion regarding the meaning of probabilities being proportional to w². There are attempts to clarify the relationship between the values and their probabilities, with some suggesting alternative representations for the values.

Discussion Status

The discussion is ongoing, with participants seeking clarification on the concept of proportionality in the context of probability. Some have provided insights into how to express the probabilities, while others are still grappling with the foundational understanding.

Contextual Notes

There is a repeated emphasis on the interpretation of the term "proportional" and its implications for calculating the probabilities. Participants are also noting the requirement for the probabilities to sum to 1, which is a key aspect of the problem.

mcafej
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Homework Statement


1. The sample space Ω of a certain experiment are the values 1, 2, 3, 4 and
5 and the probability assigned to a possible value w is proportional
to w2.
(a) What is the probability mass function p(w) for this probability
space?
(b) What probability does this mass function assign to the interval
(1; 3]?


Homework Equations





The Attempt at a Solution


The hardest part for me to understand is the probabilities being proportional to w2. I believe the probabilities for w are 1/15, 2/15, 3/15, 4/15 and 5/15, but I'm not sure. If somebody could clear this up for me it would really help. What does it mean for w to be proportional to w2?
 
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hi mcafej! :smile:
mcafej said:
The hardest part for me to understand is the probabilities being proportional to w2. I believe the probabilities for w are 1/15, 2/15, 3/15, 4/15 and 5/15, but I'm not sure. If somebody could clear this up for me it would really help. What does it mean for w to be proportional to w2?

call them A B C D and E instead of 1 2 3 4 and 5 …

then P(E) = 25P(A), P(D) = 16P(A), P(C) = 9P(A), P(B) = 4P(A) :wink:
 
mcafej said:

Homework Statement


1. The sample space Ω of a certain experiment are the values 1, 2, 3, 4 and
5 and the probability assigned to a possible value w is proportional
to w2.
That means that P(1)= k, P(2)= 2k, P(3)= 3k, P(4)= 4k, and P(5)= 5k for some number k.

(a) What is the probability mass function p(w) for this probability
space?
Use the fact that the probabilities must sum to 1 to find k.

(b) What probability does this mass function assign to the interval
(1; 3]?
That "interval" is really the set {2, 3} so the probability is P(2)+ P(3).

Homework Equations





The Attempt at a Solution


The hardest part for me to understand is the probabilities being proportional to w2. I believe the probabilities for w are 1/15, 2/15, 3/15, 4/15 and 5/15, but I'm not sure. If somebody could clear this up for me it would really help. What does it mean for w to be proportional to w2?
 
mcafej said:

Homework Statement


1. The sample space Ω of a certain experiment are the values 1, 2, 3, 4 and
5 and the probability assigned to a possible value w is proportional
to w2.
(a) What is the probability mass function p(w) for this probability
space?
(b) What probability does this mass function assign to the interval
(1; 3]?


Homework Equations





The Attempt at a Solution


The hardest part for me to understand is the probabilities being proportional to w2. I believe the probabilities for w are 1/15, 2/15, 3/15, 4/15 and 5/15, but I'm not sure. If somebody could clear this up for me it would really help. What does it mean for w to be proportional to w2?


It does NOT say that w is proportional to w^2; it says the probability of w is proportional to w^2. Just give the word "proportional" its usual meaning.
 

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